Patient summary documents provide crucial information about a patient which are necessary for an efficient and safe treatment and present a quick overview of the patient’s health status. Automatically generating patient summaries from electronic health records reduces workload of medical personnel. Based on a health standard-compliant approach, a system for on-demand creation of patient summaries was implemented and evaluated using real data.